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Research Seminar: Deep Patel & Maunil Vyas: How can Neural Nets approximate the functions well?

Deep Patel
Maunil Vyas
School of Engineering and Applied Science

ABSTRACT

September 08, 2017  
109,GICT Building  
12.30pm to 1.30pm


In this talk we would discuss some factors that enable the neural nets to approximate the data well. We would draw analogy from physics which  plays crucial role in deep learning with necessary mathematics. We would  discuss how to strengthen neural network's capability to approximate functions. We will conclude with arguing about the question - why deep learning is essential instead of shallow learning by neural nets. Our talk is based on the paper:Lin, Henry W., Max Tegmark, and David Rolnick. "Why does deep and cheap learning work so well?." Journal of Statistical Physics (2016): 1-25."     

Keywords: AU research seminar series

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School of Engineering and Applied Science
Ahmedabad University
GICT Building, Central Campus
Navrangpura, Ahmedabad 380009
Gujarat, India

office_seas@ahduni.edu.in
+91.79.61911100
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